Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 10840 |
| Missing cells | 4542 |
| Missing cells (%) | 2.8% |
| Duplicate rows | 410 |
| Duplicate rows (%) | 3.8% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Categorical | 7 |
|---|---|
| Numeric | 8 |
| Dataset has 410 (3.8%) duplicate rows | Duplicates |
App has a high cardinality: 9659 distinct values | High cardinality |
Genres has a high cardinality: 119 distinct values | High cardinality |
Current Ver has a high cardinality: 2831 distinct values | High cardinality |
Reviews is highly overall correlated with Installs | High correlation |
Installs is highly overall correlated with Reviews | High correlation |
Type is highly imbalanced (62.0%) | Imbalance |
Content Rating is highly imbalanced (61.5%) | Imbalance |
Rating has 1474 (13.6%) missing values | Missing |
Size has 1695 (15.6%) missing values | Missing |
Android Ver has 1364 (12.6%) missing values | Missing |
Price is highly skewed (γ1 = 23.70739238) | Skewed |
App is uniformly distributed | Uniform |
Reviews has 596 (5.5%) zeros | Zeros |
Price has 10040 (92.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-05-15 11:48:48.149149 |
|---|---|
| Analysis finished | 2023-05-15 11:49:02.720291 |
| Duration | 14.57 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
App
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 9659 |
|---|---|
| Distinct (%) | 89.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.8 KiB |
| ROBLOX | 9 |
|---|---|
| CBS Sports App - Scores, News, Stats & Watch Live | 8 |
| ESPN | 7 |
| Duolingo: Learn Languages Free | 7 |
| Candy Crush Saga | 7 |
| Other values (9654) |
Length
| Max length | 194 |
|---|---|
| Median length | 75 |
| Mean length | 22.517435 |
| Min length | 1 |
Characters and Unicode
| Total characters | 244089 |
|---|---|
| Distinct characters | 478 |
| Distinct categories | 18 ? |
| Distinct scripts | 16 ? |
| Distinct blocks | 27 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 8861 ? |
|---|---|
| Unique (%) | 81.7% |
Sample
| 1st row | Photo Editor & Candy Camera & Grid & ScrapBook |
|---|---|
| 2nd row | Coloring book moana |
| 3rd row | U Launcher Lite – FREE Live Cool Themes, Hide Apps |
| 4th row | Sketch - Draw & Paint |
| 5th row | Pixel Draw - Number Art Coloring Book |
Common Values
| Value | Count | Frequency (%) |
| ROBLOX | 9 | 0.1% |
| CBS Sports App - Scores, News, Stats & Watch Live | 8 | 0.1% |
| ESPN | 7 | 0.1% |
| Duolingo: Learn Languages Free | 7 | 0.1% |
| Candy Crush Saga | 7 | 0.1% |
| 8 Ball Pool | 7 | 0.1% |
| slither.io | 6 | 0.1% |
| Bubble Shooter | 6 | 0.1% |
| Zombie Catchers | 6 | 0.1% |
| Bleacher Report: sports news, scores, & highlights | 6 | 0.1% |
| Other values (9649) | 10771 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2823 | 6.6% | |
| for | 560 | 1.3% |
| free | 514 | 1.2% |
| app | 332 | 0.8% |
| and | 283 | 0.7% |
| the | 270 | 0.6% |
| mobile | 222 | 0.5% |
| news | 195 | 0.5% |
| video | 194 | 0.5% |
| live | 194 | 0.5% |
| Other values (9548) | 36991 |
Most occurring characters
| Value | Count | Frequency (%) |
| 31738 | 13.0% | |
| e | 19418 | 8.0% |
| a | 14836 | 6.1% |
| o | 13636 | 5.6% |
| r | 13241 | 5.4% |
| i | 12140 | 5.0% |
| t | 10334 | 4.2% |
| n | 9846 | 4.0% |
| s | 8716 | 3.6% |
| l | 8546 | 3.5% |
| Other values (468) | 101638 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 154480 | |
| Uppercase Letter | 47206 | 19.3% |
| Space Separator | 31739 | 13.0% |
| Other Punctuation | 4082 | 1.7% |
| Dash Punctuation | 2675 | 1.1% |
| Decimal Number | 2381 | 1.0% |
| Close Punctuation | 350 | 0.1% |
| Open Punctuation | 346 | 0.1% |
| Other Letter | 341 | 0.1% |
| Other Symbol | 232 | 0.1% |
| Other values (8) | 257 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| ا | 13 | 3.8% |
| ر | 9 | 2.6% |
| ل | 7 | 2.1% |
| イ | 6 | 1.8% |
| 인 | 6 | 1.8% |
| ق | 5 | 1.5% |
| ب | 5 | 1.5% |
| ح | 5 | 1.5% |
| ゲ | 5 | 1.5% |
| 카 | 4 | 1.2% |
| Other values (214) | 276 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 19418 | |
| a | 14836 | 9.6% |
| o | 13636 | 8.8% |
| r | 13241 | 8.6% |
| i | 12140 | 7.9% |
| t | 10334 | 6.7% |
| n | 9846 | 6.4% |
| s | 8716 | 5.6% |
| l | 8546 | 5.5% |
| c | 4924 | 3.2% |
| Other values (71) | 38843 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 4227 | 9.0% |
| S | 3850 | 8.2% |
| A | 3236 | 6.9% |
| B | 3040 | 6.4% |
| P | 2875 | 6.1% |
| F | 2839 | 6.0% |
| D | 2805 | 5.9% |
| T | 2716 | 5.8% |
| M | 2705 | 5.7% |
| E | 2500 | 5.3% |
| Other values (39) | 16413 |
Other Symbol
| Value | Count | Frequency (%) |
| ™ | 99 | |
| ® | 56 | |
| 🔥 | 6 | 2.6% |
| 🍀 | 6 | 2.6% |
| ❤ | 5 | 2.2% |
| ★ | 5 | 2.2% |
| ♥ | 4 | 1.7% |
| ° | 4 | 1.7% |
| ✨ | 3 | 1.3% |
| 🎨 | 3 | 1.3% |
| Other values (34) | 41 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 999 | |
| & | 979 | |
| , | 901 | |
| . | 587 | |
| ' | 225 | 5.5% |
| ! | 150 | 3.7% |
| / | 128 | 3.1% |
| ? | 39 | 1.0% |
| # | 17 | 0.4% |
| " | 13 | 0.3% |
| Other values (9) | 44 | 1.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 463 | |
| 2 | 452 | |
| 1 | 440 | |
| 3 | 279 | |
| 8 | 203 | |
| 4 | 175 | 7.3% |
| 5 | 112 | 4.7% |
| 7 | 111 | 4.7% |
| 6 | 79 | 3.3% |
| 9 | 67 | 2.8% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 133 | |
| | | 51 | 26.0% |
| ~ | 5 | 2.6% |
| > | 2 | 1.0% |
| × | 1 | 0.5% |
| ≡ | 1 | 0.5% |
| ↔ | 1 | 0.5% |
| ｜ | 1 | 0.5% |
| ∞ | 1 | 0.5% |
Nonspacing Mark
| Value | Count | Frequency (%) |
| ️ | 5 | |
| ् | 2 | 15.4% |
| ိ | 1 | 7.7% |
| ် | 1 | 7.7% |
| ္ | 1 | 7.7% |
| ্ | 1 | 7.7% |
| ិ | 1 | 7.7% |
| ី | 1 | 7.7% |
Spacing Mark
| Value | Count | Frequency (%) |
| া | 4 | |
| ា | 2 | |
| ি | 2 | |
| ং | 2 | |
| ा | 2 | |
| ो | 1 | 6.7% |
| ো | 1 | 6.7% |
| ឿ | 1 | 6.7% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2502 | |
| – | 146 | 5.5% |
| — | 21 | 0.8% |
| － | 2 | 0.1% |
| ‐ | 2 | 0.1% |
| ― | 1 | < 0.1% |
| 〜 | 1 | < 0.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 321 | |
| ] | 22 | 6.3% |
| 】 | 3 | 0.9% |
| ） | 3 | 0.9% |
| 」 | 1 | 0.3% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 317 | |
| [ | 22 | 6.4% |
| 【 | 3 | 0.9% |
| （ | 3 | 0.9% |
| 「 | 1 | 0.3% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 19 | |
| ” | 1 | 4.8% |
| » | 1 | 4.8% |
Space Separator
| Value | Count | Frequency (%) |
| 31738 | ||
| 1 | < 0.1% |
Modifier Letter
| Value | Count | Frequency (%) |
| ー | 8 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 2 |
Initial Punctuation
| Value | Count | Frequency (%) |
| “ | 1 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 201621 | |
| Common | 42034 | 17.2% |
| Arabic | 86 | < 0.1% |
| Hangul | 76 | < 0.1% |
| Han | 70 | < 0.1% |
| Katakana | 59 | < 0.1% |
| Cyrillic | 58 | < 0.1% |
| Bengali | 18 | < 0.1% |
| Khmer | 13 | < 0.1% |
| Ethiopic | 13 | < 0.1% |
| Other values (6) | 41 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 31738 | ||
| - | 2502 | 6.0% |
| : | 999 | 2.4% |
| & | 979 | 2.3% |
| , | 901 | 2.1% |
| . | 587 | 1.4% |
| 0 | 463 | 1.1% |
| 2 | 452 | 1.1% |
| 1 | 440 | 1.0% |
| ) | 321 | 0.8% |
| Other values (98) | 2652 | 6.3% |
Latin
| Value | Count | Frequency (%) |
| e | 19418 | 9.6% |
| a | 14836 | 7.4% |
| o | 13636 | 6.8% |
| r | 13241 | 6.6% |
| i | 12140 | 6.0% |
| t | 10334 | 5.1% |
| n | 9846 | 4.9% |
| s | 8716 | 4.3% |
| l | 8546 | 4.2% |
| c | 4924 | 2.4% |
| Other values (87) | 85984 |
Han
| Value | Count | Frequency (%) |
| 恋 | 3 | 4.3% |
| 哈 | 2 | 2.9% |
| 国 | 2 | 2.9% |
| 女 | 2 | 2.9% |
| 性 | 2 | 2.9% |
| 向 | 2 | 2.9% |
| 愛 | 2 | 2.9% |
| 乐 | 1 | 1.4% |
| 屋 | 1 | 1.4% |
| 网 | 1 | 1.4% |
| Other values (52) | 52 |
Hangul
| Value | Count | Frequency (%) |
| 인 | 6 | 7.9% |
| 카 | 4 | 5.3% |
| 송 | 3 | 3.9% |
| 방 | 3 | 3.9% |
| 용 | 2 | 2.6% |
| 트 | 2 | 2.6% |
| 포 | 2 | 2.6% |
| 드 | 2 | 2.6% |
| 성 | 2 | 2.6% |
| 터 | 2 | 2.6% |
| Other values (47) | 48 |
Katakana
| Value | Count | Frequency (%) |
| イ | 6 | 10.2% |
| ゲ | 5 | 8.5% |
| ム | 4 | 6.8% |
| リ | 3 | 5.1% |
| ス | 3 | 5.1% |
| レ | 3 | 5.1% |
| ン | 3 | 5.1% |
| ル | 3 | 5.1% |
| グ | 2 | 3.4% |
| ジ | 2 | 3.4% |
| Other values (24) | 25 |
Cyrillic
| Value | Count | Frequency (%) |
| и | 6 | 10.3% |
| е | 5 | 8.6% |
| о | 4 | 6.9% |
| с | 3 | 5.2% |
| в | 3 | 5.2% |
| л | 3 | 5.2% |
| т | 3 | 5.2% |
| Р | 3 | 5.2% |
| к | 2 | 3.4% |
| н | 2 | 3.4% |
| Other values (17) | 24 |
Arabic
| Value | Count | Frequency (%) |
| ا | 13 | |
| ر | 9 | 10.5% |
| ل | 7 | 8.1% |
| ق | 5 | 5.8% |
| ب | 5 | 5.8% |
| ح | 5 | 5.8% |
| ع | 4 | 4.7% |
| و | 4 | 4.7% |
| ن | 4 | 4.7% |
| ف | 4 | 4.7% |
| Other values (16) | 26 |
Ethiopic
| Value | Count | Frequency (%) |
| ቄ | 1 | 7.7% |
| ዎ | 1 | 7.7% |
| ች | 1 | 7.7% |
| ያ | 1 | 7.7% |
| ጥ | 1 | 7.7% |
| ዊ | 1 | 7.7% |
| ሳ | 1 | 7.7% |
| መ | 1 | 7.7% |
| ጽ | 1 | 7.7% |
| ሐ | 1 | 7.7% |
| Other values (3) | 3 |
Bengali
| Value | Count | Frequency (%) |
| া | 4 | |
| ি | 2 | |
| ল | 2 | |
| ং | 2 | |
| ব | 2 | |
| ভ | 1 | 5.6% |
| ট | 1 | 5.6% |
| প | 1 | 5.6% |
| ্ | 1 | 5.6% |
| র | 1 | 5.6% |
Khmer
| Value | Count | Frequency (%) |
| ន | 2 | |
| ា | 2 | |
| ត | 1 | |
| រ | 1 | |
| ឿ | 1 | |
| ង | 1 | |
| ិ | 1 | |
| ទ | 1 | |
| ឥ | 1 | |
| ស | 1 |
Devanagari
| Value | Count | Frequency (%) |
| ा | 2 | |
| र | 2 | |
| ् | 2 | |
| ो | 1 | |
| त | 1 | |
| प | 1 | |
| म | 1 | |
| ग | 1 |
Hiragana
| Value | Count | Frequency (%) |
| け | 2 | |
| を | 1 | |
| む | 1 | |
| な | 1 | |
| あ | 1 | |
| く | 1 | |
| ご | 1 |
Greek
| Value | Count | Frequency (%) |
| σ | 2 | |
| β | 1 | |
| Α | 1 | |
| Ε | 1 | |
| Κ | 1 | |
| Σ | 1 |
Myanmar
| Value | Count | Frequency (%) |
| သ | 1 | |
| ိ | 1 | |
| င | 1 | |
| ် | 1 | |
| ္ | 1 |
Hebrew
| Value | Count | Frequency (%) |
| ה | 1 | |
| פ | 1 | |
| ק | 1 | |
| ו | 1 | |
| ת | 1 |
Inherited
| Value | Count | Frequency (%) |
| ️ | 5 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 242988 | |
| None | 329 | 0.1% |
| Punctuation | 197 | 0.1% |
| Letterlike Symbols | 100 | < 0.1% |
| Arabic | 86 | < 0.1% |
| Hangul | 76 | < 0.1% |
| CJK | 70 | < 0.1% |
| Katakana | 67 | < 0.1% |
| Cyrillic | 58 | < 0.1% |
| Bengali | 18 | < 0.1% |
| Other values (17) | 100 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 31738 | 13.1% | |
| e | 19418 | 8.0% |
| a | 14836 | 6.1% |
| o | 13636 | 5.6% |
| r | 13241 | 5.4% |
| i | 12140 | 5.0% |
| t | 10334 | 4.3% |
| n | 9846 | 4.1% |
| s | 8716 | 3.6% |
| l | 8546 | 3.5% |
| Other values (77) | 100537 |
Punctuation
| Value | Count | Frequency (%) |
| – | 146 | |
| — | 21 | 10.7% |
| ’ | 19 | 9.6% |
| • | 5 | 2.5% |
| ‐ | 2 | 1.0% |
| ― | 1 | 0.5% |
| “ | 1 | 0.5% |
| ” | 1 | 0.5% |
| ‼ | 1 | 0.5% |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 99 | |
| ℠ | 1 | 1.0% |
None
| Value | Count | Frequency (%) |
| ® | 56 | 17.0% |
| é | 33 | 10.0% |
| í | 19 | 5.8% |
| á | 19 | 5.8% |
| ı | 16 | 4.9% |
| İ | 14 | 4.3% |
| · | 10 | 3.0% |
| ü | 8 | 2.4% |
| ú | 6 | 1.8% |
| 🔥 | 6 | 1.8% |
| Other values (80) | 142 |
Arabic
| Value | Count | Frequency (%) |
| ا | 13 | |
| ر | 9 | 10.5% |
| ل | 7 | 8.1% |
| ق | 5 | 5.8% |
| ب | 5 | 5.8% |
| ح | 5 | 5.8% |
| ع | 4 | 4.7% |
| و | 4 | 4.7% |
| ن | 4 | 4.7% |
| ف | 4 | 4.7% |
| Other values (16) | 26 |
Katakana
| Value | Count | Frequency (%) |
| ー | 8 | 11.9% |
| イ | 6 | 9.0% |
| ゲ | 5 | 7.5% |
| ム | 4 | 6.0% |
| リ | 3 | 4.5% |
| ス | 3 | 4.5% |
| レ | 3 | 4.5% |
| ン | 3 | 4.5% |
| ル | 3 | 4.5% |
| グ | 2 | 3.0% |
| Other values (25) | 27 |
Hangul
| Value | Count | Frequency (%) |
| 인 | 6 | 7.9% |
| 카 | 4 | 5.3% |
| 송 | 3 | 3.9% |
| 방 | 3 | 3.9% |
| 용 | 2 | 2.6% |
| 트 | 2 | 2.6% |
| 포 | 2 | 2.6% |
| 드 | 2 | 2.6% |
| 성 | 2 | 2.6% |
| 터 | 2 | 2.6% |
| Other values (47) | 48 |
Cyrillic
| Value | Count | Frequency (%) |
| и | 6 | 10.3% |
| е | 5 | 8.6% |
| о | 4 | 6.9% |
| с | 3 | 5.2% |
| в | 3 | 5.2% |
| л | 3 | 5.2% |
| т | 3 | 5.2% |
| Р | 3 | 5.2% |
| к | 2 | 3.4% |
| н | 2 | 3.4% |
| Other values (17) | 24 |
Dingbats
| Value | Count | Frequency (%) |
| ❤ | 5 | |
| ✨ | 3 | |
| ✔ | 2 | 20.0% |
Misc Symbols
| Value | Count | Frequency (%) |
| ★ | 5 | |
| ♥ | 4 | |
| ♪ | 2 | 18.2% |
VS
| Value | Count | Frequency (%) |
| ️ | 5 |
Bengali
| Value | Count | Frequency (%) |
| া | 4 | |
| ি | 2 | |
| ল | 2 | |
| ং | 2 | |
| ব | 2 | |
| ভ | 1 | 5.6% |
| ট | 1 | 5.6% |
| প | 1 | 5.6% |
| ্ | 1 | 5.6% |
| র | 1 | 5.6% |
CJK
| Value | Count | Frequency (%) |
| 恋 | 3 | 4.3% |
| 哈 | 2 | 2.9% |
| 国 | 2 | 2.9% |
| 女 | 2 | 2.9% |
| 性 | 2 | 2.9% |
| 向 | 2 | 2.9% |
| 愛 | 2 | 2.9% |
| 乐 | 1 | 1.4% |
| 屋 | 1 | 1.4% |
| 网 | 1 | 1.4% |
| Other values (52) | 52 |
Khmer
| Value | Count | Frequency (%) |
| ន | 2 | |
| ា | 2 | |
| ត | 1 | |
| រ | 1 | |
| ឿ | 1 | |
| ង | 1 | |
| ិ | 1 | |
| ទ | 1 | |
| ឥ | 1 | |
| ស | 1 |
IPA Ext
| Value | Count | Frequency (%) |
| ə | 2 |
Latin Ext Additional
| Value | Count | Frequency (%) |
| ệ | 2 | |
| ậ | 1 |
Geometric Shapes
| Value | Count | Frequency (%) |
| ◆ | 2 | |
| ► | 1 |
Hiragana
| Value | Count | Frequency (%) |
| け | 2 | |
| を | 1 | |
| む | 1 | |
| な | 1 | |
| あ | 1 | |
| く | 1 | |
| ご | 1 |
Devanagari
| Value | Count | Frequency (%) |
| ा | 2 | |
| र | 2 | |
| ् | 2 | |
| ो | 1 | |
| त | 1 | |
| प | 1 | |
| म | 1 | |
| ग | 1 |
Myanmar
| Value | Count | Frequency (%) |
| သ | 1 | |
| ိ | 1 | |
| င | 1 | |
| ် | 1 | |
| ္ | 1 |
Misc Technical
| Value | Count | Frequency (%) |
| ⏰ | 1 |
Emoticons
| Value | Count | Frequency (%) |
| 😍 | 1 | |
| 😂 | 1 | |
| 😄 | 1 | |
| 😜 | 1 | |
| 😘 | 1 |
Math Operators
| Value | Count | Frequency (%) |
| ≡ | 1 | |
| ∞ | 1 |
Ethiopic
| Value | Count | Frequency (%) |
| ቄ | 1 | 7.7% |
| ዎ | 1 | 7.7% |
| ች | 1 | 7.7% |
| ያ | 1 | 7.7% |
| ጥ | 1 | 7.7% |
| ዊ | 1 | 7.7% |
| ሳ | 1 | 7.7% |
| መ | 1 | 7.7% |
| ጽ | 1 | 7.7% |
| ሐ | 1 | 7.7% |
| Other values (3) | 3 |
Enclosed Alphanum Sup
| Value | Count | Frequency (%) |
| 🇺 | 1 | |
| 🇸 | 1 |
Arrows
| Value | Count | Frequency (%) |
| ↔ | 1 |
Hebrew
| Value | Count | Frequency (%) |
| ה | 1 | |
| פ | 1 | |
| ק | 1 | |
| ו | 1 | |
| ת | 1 |
Category
Categorical
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.8 KiB |
| FAMILY | |
|---|---|
| GAME | |
| TOOLS | |
| MEDICAL | 463 |
| BUSINESS | 460 |
| Other values (28) |
Length
| Max length | 19 |
|---|---|
| Median length | 16 |
| Mean length | 9.0244465 |
| Min length | 4 |
Characters and Unicode
| Total characters | 97825 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ART_AND_DESIGN |
|---|---|
| 2nd row | ART_AND_DESIGN |
| 3rd row | ART_AND_DESIGN |
| 4th row | ART_AND_DESIGN |
| 5th row | ART_AND_DESIGN |
Common Values
| Value | Count | Frequency (%) |
| FAMILY | 1972 | |
| GAME | 1144 | 10.6% |
| TOOLS | 843 | 7.8% |
| MEDICAL | 463 | 4.3% |
| BUSINESS | 460 | 4.2% |
| PRODUCTIVITY | 424 | 3.9% |
| PERSONALIZATION | 392 | 3.6% |
| COMMUNICATION | 387 | 3.6% |
| SPORTS | 384 | 3.5% |
| LIFESTYLE | 382 | 3.5% |
| Other values (23) | 3989 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| family | 1972 | |
| game | 1144 | 10.6% |
| tools | 843 | 7.8% |
| medical | 463 | 4.3% |
| business | 460 | 4.2% |
| productivity | 424 | 3.9% |
| personalization | 392 | 3.6% |
| communication | 387 | 3.6% |
| sports | 384 | 3.5% |
| lifestyle | 382 | 3.5% |
| Other values (23) | 3989 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 10424 | 10.7% |
| I | 8783 | 9.0% |
| E | 7958 | 8.1% |
| N | 7335 | 7.5% |
| O | 7125 | 7.3% |
| S | 6558 | 6.7% |
| L | 6189 | 6.3% |
| T | 5894 | 6.0% |
| M | 5155 | 5.3% |
| _ | 3575 | 3.7% |
| Other values (14) | 28829 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 94250 | |
| Connector Punctuation | 3575 | 3.7% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 10424 | |
| I | 8783 | 9.3% |
| E | 7958 | 8.4% |
| N | 7335 | 7.8% |
| O | 7125 | 7.6% |
| S | 6558 | 7.0% |
| L | 6189 | 6.6% |
| T | 5894 | 6.3% |
| M | 5155 | 5.5% |
| D | 3556 | 3.8% |
| Other values (13) | 25273 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 3575 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 94250 | |
| Common | 3575 | 3.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 10424 | |
| I | 8783 | 9.3% |
| E | 7958 | 8.4% |
| N | 7335 | 7.8% |
| O | 7125 | 7.6% |
| S | 6558 | 7.0% |
| L | 6189 | 6.6% |
| T | 5894 | 6.3% |
| M | 5155 | 5.5% |
| D | 3556 | 3.8% |
| Other values (13) | 25273 |
Common
| Value | Count | Frequency (%) |
| _ | 3575 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 97825 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 10424 | 10.7% |
| I | 8783 | 9.0% |
| E | 7958 | 8.1% |
| N | 7335 | 7.5% |
| O | 7125 | 7.3% |
| S | 6558 | 6.7% |
| L | 6189 | 6.3% |
| T | 5894 | 6.0% |
| M | 5155 | 5.3% |
| _ | 3575 | 3.7% |
| Other values (14) | 28829 |
Rating
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 1474 |
| Missing (%) | 13.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1917574 |
| Minimum | 1 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3.2 |
| Q1 | 4 |
| median | 4.3 |
| Q3 | 4.5 |
| 95-th percentile | 4.8 |
| Maximum | 5 |
| Range | 4 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.51521886 |
|---|---|
| Coefficient of variation (CV) | 0.12291237 |
| Kurtosis | 5.7869241 |
| Mean | 4.1917574 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | -1.8496951 |
| Sum | 39260 |
| Variance | 0.26545047 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 4.4 | 1109 | |
| 4.3 | 1076 | |
| 4.5 | 1038 | |
| 4.2 | 952 | |
| 4.6 | 823 | |
| 4.1 | 708 | 6.5% |
| 4 | 568 | 5.2% |
| 4.7 | 499 | 4.6% |
| 3.9 | 386 | 3.6% |
| 3.8 | 303 | 2.8% |
| Other values (29) | 1904 | |
| (Missing) | 1474 |
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 1.2 | 1 | < 0.1% |
| 1.4 | 3 | < 0.1% |
| 1.5 | 3 | < 0.1% |
| 1.6 | 4 | < 0.1% |
| 1.7 | 8 | |
| 1.8 | 8 | |
| 1.9 | 13 | |
| 2 | 12 | |
| 2.1 | 8 |
| Value | Count | Frequency (%) |
| 5 | 274 | 2.5% |
| 4.9 | 87 | 0.8% |
| 4.8 | 234 | 2.2% |
| 4.7 | 499 | |
| 4.6 | 823 | |
| 4.5 | 1038 | |
| 4.4 | 1109 | |
| 4.3 | 1076 | |
| 4.2 | 952 | |
| 4.1 | 708 |
Reviews
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6001 |
|---|---|
| Distinct (%) | 55.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 444152.9 |
| Minimum | 0 |
|---|---|
| Maximum | 78158306 |
| Zeros | 596 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 38 |
| median | 2094 |
| Q3 | 54775.5 |
| 95-th percentile | 1462042.6 |
| Maximum | 78158306 |
| Range | 78158306 |
| Interquartile range (IQR) | 54737.5 |
Descriptive statistics
| Standard deviation | 2927760.6 |
|---|---|
| Coefficient of variation (CV) | 6.5917855 |
| Kurtosis | 341.06036 |
| Mean | 444152.9 |
| Median Absolute Deviation (MAD) | 2094 |
| Skewness | 16.449584 |
| Sum | 4.8146174 × 109 |
| Variance | 8.5717822 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 596 | 5.5% |
| 1 | 272 | 2.5% |
| 2 | 214 | 2.0% |
| 3 | 175 | 1.6% |
| 4 | 137 | 1.3% |
| 5 | 108 | 1.0% |
| 6 | 97 | 0.9% |
| 7 | 90 | 0.8% |
| 8 | 74 | 0.7% |
| 9 | 65 | 0.6% |
| Other values (5991) | 9012 |
| Value | Count | Frequency (%) |
| 0 | 596 | |
| 1 | 272 | |
| 2 | 214 | 2.0% |
| 3 | 175 | 1.6% |
| 4 | 137 | 1.3% |
| 5 | 108 | 1.0% |
| 6 | 97 | 0.9% |
| 7 | 90 | 0.8% |
| 8 | 74 | 0.7% |
| 9 | 65 | 0.6% |
| Value | Count | Frequency (%) |
| 78158306 | 1 | |
| 78128208 | 1 | |
| 69119316 | 2 | |
| 69109672 | 1 | |
| 66577446 | 1 | |
| 66577313 | 2 | |
| 66509917 | 1 | |
| 56646578 | 1 | |
| 56642847 | 2 | |
| 44893888 | 1 |
Size
Real number (ℝ)
| Distinct | 459 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 1695 |
| Missing (%) | 15.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21506.534 |
| Minimum | 10 |
|---|---|
| Maximum | 100000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.8 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 1400 |
| Q1 | 4900 |
| median | 13000 |
| Q3 | 30000 |
| 95-th percentile | 73000 |
| Maximum | 100000 |
| Range | 99990 |
| Interquartile range (IQR) | 25100 |
Descriptive statistics
| Standard deviation | 22596.021 |
|---|---|
| Coefficient of variation (CV) | 1.0506584 |
| Kurtosis | 1.9207665 |
| Mean | 21506.534 |
| Median Absolute Deviation (MAD) | 9700 |
| Skewness | 1.5564771 |
| Sum | 1.9667725 × 108 |
| Variance | 5.1058016 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11000 | 198 | 1.8% |
| 12000 | 196 | 1.8% |
| 14000 | 194 | 1.8% |
| 13000 | 191 | 1.8% |
| 15000 | 184 | 1.7% |
| 17000 | 160 | 1.5% |
| 19000 | 154 | 1.4% |
| 16000 | 149 | 1.4% |
| 26000 | 149 | 1.4% |
| 25000 | 143 | 1.3% |
| Other values (449) | 7427 | |
| (Missing) | 1695 | 15.6% |
| Value | Count | Frequency (%) |
| 10 | 10 | |
| 11 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 18 | 2 | < 0.1% |
| 20 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 26 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 100000 | 16 | |
| 99000 | 39 | |
| 98000 | 16 | |
| 97000 | 20 | |
| 96000 | 26 | |
| 95000 | 18 | |
| 94000 | 17 | |
| 93000 | 16 | |
| 92000 | 15 | 0.1% |
| 91000 | 22 |
Installs
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15464339 |
| Minimum | 0 |
|---|---|
| Maximum | 1 × 109 |
| Zeros | 15 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 1000 |
| median | 100000 |
| Q3 | 5000000 |
| 95-th percentile | 50000000 |
| Maximum | 1 × 109 |
| Range | 1 × 109 |
| Interquartile range (IQR) | 4999000 |
Descriptive statistics
| Standard deviation | 85029361 |
|---|---|
| Coefficient of variation (CV) | 5.4984156 |
| Kurtosis | 100.28001 |
| Mean | 15464339 |
| Median Absolute Deviation (MAD) | 99990 |
| Skewness | 9.5720668 |
| Sum | 1.6763343 × 1011 |
| Variance | 7.2299923 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 1000000 | 1579 | |
| 10000000 | 1252 | |
| 100000 | 1169 | |
| 10000 | 1054 | |
| 1000 | 907 | |
| 5000000 | 752 | 6.9% |
| 100 | 719 | 6.6% |
| 500000 | 539 | 5.0% |
| 50000 | 479 | 4.4% |
| 5000 | 477 | 4.4% |
| Other values (10) | 1913 |
| Value | Count | Frequency (%) |
| 0 | 15 | 0.1% |
| 1 | 67 | 0.6% |
| 5 | 82 | 0.8% |
| 10 | 386 | 3.6% |
| 50 | 205 | 1.9% |
| 100 | 719 | |
| 500 | 330 | 3.0% |
| 1000 | 907 | |
| 5000 | 477 | |
| 10000 | 1054 |
| Value | Count | Frequency (%) |
| 1000000000 | 58 | 0.5% |
| 500000000 | 72 | 0.7% |
| 100000000 | 409 | 3.8% |
| 50000000 | 289 | 2.7% |
| 10000000 | 1252 | |
| 5000000 | 752 | |
| 1000000 | 1579 | |
| 500000 | 539 | 5.0% |
| 100000 | 1169 | |
| 50000 | 479 | 4.4% |
Type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 84.8 KiB |
| Free | |
|---|---|
| Paid | 800 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 43356 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Free |
|---|---|
| 2nd row | Free |
| 3rd row | Free |
| 4th row | Free |
| 5th row | Free |
Common Values
| Value | Count | Frequency (%) |
| Free | 10039 | |
| Paid | 800 | 7.4% |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| free | 10039 | |
| paid | 800 | 7.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 20078 | |
| F | 10039 | |
| r | 10039 | |
| P | 800 | 1.8% |
| a | 800 | 1.8% |
| i | 800 | 1.8% |
| d | 800 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 32517 | |
| Uppercase Letter | 10839 | 25.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 20078 | |
| r | 10039 | |
| a | 800 | 2.5% |
| i | 800 | 2.5% |
| d | 800 | 2.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 10039 | |
| P | 800 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 43356 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 20078 | |
| F | 10039 | |
| r | 10039 | |
| P | 800 | 1.8% |
| a | 800 | 1.8% |
| i | 800 | 1.8% |
| d | 800 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43356 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 20078 | |
| F | 10039 | |
| r | 10039 | |
| P | 800 | 1.8% |
| a | 800 | 1.8% |
| i | 800 | 1.8% |
| d | 800 | 1.8% |
Price
Real number (ℝ)
SKEWED ZEROS
| Distinct | 92 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0273681 |
| Minimum | 0 |
|---|---|
| Maximum | 400 |
| Zeros | 10040 |
| Zeros (%) | 92.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.99 |
| Maximum | 400 |
| Range | 400 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 15.949703 |
|---|---|
| Coefficient of variation (CV) | 15.524819 |
| Kurtosis | 578.143 |
| Mean | 1.0273681 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 23.707392 |
| Sum | 11136.67 |
| Variance | 254.39304 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10040 | |
| 0.99 | 148 | 1.4% |
| 2.99 | 129 | 1.2% |
| 1.99 | 73 | 0.7% |
| 4.99 | 72 | 0.7% |
| 3.99 | 63 | 0.6% |
| 1.49 | 46 | 0.4% |
| 5.99 | 30 | 0.3% |
| 2.49 | 26 | 0.2% |
| 9.99 | 21 | 0.2% |
| Other values (82) | 192 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 10040 | |
| 0.99 | 148 | 1.4% |
| 1 | 3 | < 0.1% |
| 1.04 | 1 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.26 | 1 | < 0.1% |
| 1.29 | 1 | < 0.1% |
| 1.49 | 46 | 0.4% |
| 1.5 | 1 | < 0.1% |
| 1.59 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 400 | 1 | < 0.1% |
| 399.99 | 12 | |
| 394.99 | 1 | < 0.1% |
| 389.99 | 1 | < 0.1% |
| 379.99 | 1 | < 0.1% |
| 299.99 | 1 | < 0.1% |
| 200 | 1 | < 0.1% |
| 154.99 | 1 | < 0.1% |
| 109.99 | 1 | < 0.1% |
| 89.99 | 1 | < 0.1% |
Content Rating
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.8 KiB |
| Everyone | |
|---|---|
| Teen | |
| Mature 17+ | 499 |
| Everyone 10+ | 414 |
| Adults only 18+ | 3 |
Length
| Max length | 15 |
|---|---|
| Median length | 8 |
| Mean length | 7.8008303 |
| Min length | 4 |
Characters and Unicode
| Total characters | 84561 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Everyone |
|---|---|
| 2nd row | Everyone |
| 3rd row | Everyone |
| 4th row | Teen |
| 5th row | Everyone |
Common Values
| Value | Count | Frequency (%) |
| Everyone | 8714 | |
| Teen | 1208 | 11.1% |
| Mature 17+ | 499 | 4.6% |
| Everyone 10+ | 414 | 3.8% |
| Adults only 18+ | 3 | < 0.1% |
| Unrated | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| everyone | 9128 | |
| teen | 1208 | 10.3% |
| mature | 499 | 4.2% |
| 17 | 499 | 4.2% |
| 10 | 414 | 3.5% |
| adults | 3 | < 0.1% |
| only | 3 | < 0.1% |
| 18 | 3 | < 0.1% |
| unrated | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 21173 | |
| n | 10341 | |
| r | 9629 | |
| y | 9131 | |
| o | 9131 | |
| E | 9128 | |
| v | 9128 | |
| T | 1208 | 1.4% |
| 919 | 1.1% | |
| + | 916 | 1.1% |
| Other values (13) | 3857 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 70054 | |
| Uppercase Letter | 10840 | 12.8% |
| Decimal Number | 1832 | 2.2% |
| Space Separator | 919 | 1.1% |
| Math Symbol | 916 | 1.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 21173 | |
| n | 10341 | |
| r | 9629 | |
| y | 9131 | |
| o | 9131 | |
| v | 9128 | |
| t | 504 | 0.7% |
| u | 502 | 0.7% |
| a | 501 | 0.7% |
| l | 6 | < 0.1% |
| Other values (2) | 8 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 9128 | |
| T | 1208 | 11.1% |
| M | 499 | 4.6% |
| A | 3 | < 0.1% |
| U | 2 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 916 | |
| 7 | 499 | |
| 0 | 414 | |
| 8 | 3 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 919 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 916 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 80894 | |
| Common | 3667 | 4.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 21173 | |
| n | 10341 | |
| r | 9629 | |
| y | 9131 | |
| o | 9131 | |
| E | 9128 | |
| v | 9128 | |
| T | 1208 | 1.5% |
| t | 504 | 0.6% |
| u | 502 | 0.6% |
| Other values (7) | 1019 | 1.3% |
Common
| Value | Count | Frequency (%) |
| 919 | ||
| + | 916 | |
| 1 | 916 | |
| 7 | 499 | |
| 0 | 414 | |
| 8 | 3 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 84561 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 21173 | |
| n | 10341 | |
| r | 9629 | |
| y | 9131 | |
| o | 9131 | |
| E | 9128 | |
| v | 9128 | |
| T | 1208 | 1.4% |
| 919 | 1.1% | |
| + | 916 | 1.1% |
| Other values (13) | 3857 | 4.6% |
Genres
Categorical
| Distinct | 119 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 84.8 KiB |
| Tools | |
|---|---|
| Entertainment | 623 |
| Education | 549 |
| Medical | 463 |
| Business | 460 |
| Other values (114) |
Length
| Max length | 37 |
|---|---|
| Median length | 32 |
| Mean length | 10.422048 |
| Min length | 4 |
Characters and Unicode
| Total characters | 112975 |
|---|---|
| Distinct characters | 43 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Art & Design |
|---|---|
| 2nd row | Art & Design;Pretend Play |
| 3rd row | Art & Design |
| 4th row | Art & Design |
| 5th row | Art & Design;Creativity |
Common Values
| Value | Count | Frequency (%) |
| Tools | 842 | 7.8% |
| Entertainment | 623 | 5.7% |
| Education | 549 | 5.1% |
| Medical | 463 | 4.3% |
| Business | 460 | 4.2% |
| Productivity | 424 | 3.9% |
| Sports | 398 | 3.7% |
| Personalization | 392 | 3.6% |
| Communication | 387 | 3.6% |
| Lifestyle | 381 | 3.5% |
| Other values (109) | 5921 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2073 | 13.4% | |
| tools | 842 | 5.5% |
| entertainment | 623 | 4.0% |
| education | 549 | 3.6% |
| medical | 463 | 3.0% |
| business | 460 | 3.0% |
| productivity | 424 | 2.7% |
| sports | 398 | 2.6% |
| personalization | 392 | 2.5% |
| communication | 387 | 2.5% |
| Other values (125) | 8836 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 9816 | 8.7% |
| o | 9089 | 8.0% |
| e | 8939 | 7.9% |
| n | 8905 | 7.9% |
| t | 8623 | 7.6% |
| a | 8618 | 7.6% |
| s | 6282 | 5.6% |
| 4607 | 4.1% | |
| l | 4601 | 4.1% |
| r | 4532 | 4.0% |
| Other values (33) | 38963 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 91925 | |
| Uppercase Letter | 13872 | 12.3% |
| Space Separator | 4607 | 4.1% |
| Other Punctuation | 2571 | 2.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 9816 | |
| o | 9089 | |
| e | 8939 | |
| n | 8905 | |
| t | 8623 | |
| a | 8618 | |
| s | 6282 | 6.8% |
| l | 4601 | 5.0% |
| r | 4532 | 4.9% |
| c | 4395 | 4.8% |
| Other values (13) | 18125 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 1859 | |
| E | 1782 | |
| S | 1286 | |
| A | 1141 | |
| T | 1140 | |
| M | 956 | 6.9% |
| B | 880 | 6.3% |
| C | 845 | 6.1% |
| F | 836 | 6.0% |
| L | 726 | 5.2% |
| Other values (7) | 2421 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 2073 | |
| ; | 498 | 19.4% |
Space Separator
| Value | Count | Frequency (%) |
| 4607 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 105797 | |
| Common | 7178 | 6.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 9816 | 9.3% |
| o | 9089 | 8.6% |
| e | 8939 | 8.4% |
| n | 8905 | 8.4% |
| t | 8623 | 8.2% |
| a | 8618 | 8.1% |
| s | 6282 | 5.9% |
| l | 4601 | 4.3% |
| r | 4532 | 4.3% |
| c | 4395 | 4.2% |
| Other values (30) | 31997 |
Common
| Value | Count | Frequency (%) |
| 4607 | ||
| & | 2073 | |
| ; | 498 | 6.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 112975 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 9816 | 8.7% |
| o | 9089 | 8.0% |
| e | 8939 | 7.9% |
| n | 8905 | 7.9% |
| t | 8623 | 7.6% |
| a | 8618 | 7.6% |
| s | 6282 | 5.6% |
| 4607 | 4.1% | |
| l | 4601 | 4.1% |
| r | 4532 | 4.0% |
| Other values (33) | 38963 |
Current Ver
Categorical
| Distinct | 2831 |
|---|---|
| Distinct (%) | 26.1% |
| Missing | 8 |
| Missing (%) | 0.1% |
| Memory size | 84.8 KiB |
| Varies with device | |
|---|---|
| 1.0 | |
| 1.1 | 264 |
| 1.2 | 178 |
| 2.0 | 151 |
| Other values (2826) |
Length
| Max length | 50 |
|---|---|
| Median length | 47 |
| Mean length | 6.8733383 |
| Min length | 1 |
Characters and Unicode
| Total characters | 74452 |
|---|---|
| Distinct characters | 79 |
| Distinct categories | 12 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1810 ? |
|---|---|
| Unique (%) | 16.7% |
Sample
| 1st row | 1.0.0 |
|---|---|
| 2nd row | 2.0.0 |
| 3rd row | 1.2.4 |
| 4th row | Varies with device |
| 5th row | 1.1 |
Common Values
| Value | Count | Frequency (%) |
| Varies with device | 1459 | 13.5% |
| 1.0 | 809 | 7.5% |
| 1.1 | 264 | 2.4% |
| 1.2 | 178 | 1.6% |
| 2.0 | 151 | 1.4% |
| 1.3 | 145 | 1.3% |
| 1.0.0 | 136 | 1.3% |
| 1.0.1 | 119 | 1.1% |
| 1.4 | 88 | 0.8% |
| 1.5 | 81 | 0.7% |
| Other values (2821) | 7402 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| varies | 1459 | 10.5% |
| with | 1459 | 10.5% |
| device | 1459 | 10.5% |
| 1.0 | 814 | 5.8% |
| 1.1 | 266 | 1.9% |
| 1.2 | 178 | 1.3% |
| 2.0 | 154 | 1.1% |
| 1.3 | 147 | 1.1% |
| 1.0.0 | 136 | 1.0% |
| 1.0.1 | 120 | 0.9% |
| Other values (2867) | 7734 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 15513 | |
| 1 | 8916 | |
| 0 | 5818 | 7.8% |
| e | 4508 | 6.1% |
| i | 4464 | 6.0% |
| 2 | 4316 | 5.8% |
| 3094 | 4.2% | |
| 3 | 2771 | 3.7% |
| 4 | 2164 | 2.9% |
| 5 | 1729 | 2.3% |
| Other values (69) | 21159 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 30681 | |
| Lowercase Letter | 23103 | |
| Other Punctuation | 15526 | |
| Space Separator | 3094 | 4.2% |
| Uppercase Letter | 1762 | 2.4% |
| Dash Punctuation | 133 | 0.2% |
| Connector Punctuation | 61 | 0.1% |
| Open Punctuation | 39 | 0.1% |
| Close Punctuation | 39 | 0.1% |
| Math Symbol | 12 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4508 | |
| i | 4464 | |
| a | 1579 | 6.8% |
| r | 1565 | 6.8% |
| d | 1551 | 6.7% |
| v | 1517 | 6.6% |
| s | 1506 | 6.5% |
| t | 1506 | 6.5% |
| c | 1500 | 6.5% |
| w | 1477 | 6.4% |
| Other values (16) | 1930 |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 1479 | |
| A | 31 | 1.8% |
| C | 24 | 1.4% |
| R | 24 | 1.4% |
| B | 21 | 1.2% |
| P | 21 | 1.2% |
| S | 18 | 1.0% |
| E | 18 | 1.0% |
| T | 16 | 0.9% |
| D | 15 | 0.9% |
| Other values (15) | 95 | 5.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 8916 | |
| 0 | 5818 | |
| 2 | 4316 | |
| 3 | 2771 | 9.0% |
| 4 | 2164 | 7.1% |
| 5 | 1729 | 5.6% |
| 6 | 1437 | 4.7% |
| 7 | 1339 | 4.4% |
| 8 | 1169 | 3.8% |
| 9 | 1022 | 3.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 15513 | |
| / | 4 | < 0.1% |
| , | 4 | < 0.1% |
| : | 3 | < 0.1% |
| ; | 1 | < 0.1% |
| ' | 1 | < 0.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 132 | |
| – | 1 | 0.8% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 38 | |
| [ | 1 | 2.6% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 38 | |
| ] | 1 | 2.6% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 9 | |
| | | 3 | 25.0% |
Space Separator
| Value | Count | Frequency (%) |
| 3094 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 61 |
Other Symbol
| Value | Count | Frequency (%) |
| ® | 1 |
Other Number
| Value | Count | Frequency (%) |
| ³ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 49587 | |
| Latin | 24865 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4508 | |
| i | 4464 | |
| a | 1579 | 6.4% |
| r | 1565 | 6.3% |
| d | 1551 | 6.2% |
| v | 1517 | 6.1% |
| s | 1506 | 6.1% |
| t | 1506 | 6.1% |
| c | 1500 | 6.0% |
| V | 1479 | 5.9% |
| Other values (41) | 3690 |
Common
| Value | Count | Frequency (%) |
| . | 15513 | |
| 1 | 8916 | |
| 0 | 5818 | 11.7% |
| 2 | 4316 | 8.7% |
| 3094 | 6.2% | |
| 3 | 2771 | 5.6% |
| 4 | 2164 | 4.4% |
| 5 | 1729 | 3.5% |
| 6 | 1437 | 2.9% |
| 7 | 1339 | 2.7% |
| Other values (18) | 2490 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74448 | |
| None | 3 | < 0.1% |
| Punctuation | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 15513 | |
| 1 | 8916 | |
| 0 | 5818 | 7.8% |
| e | 4508 | 6.1% |
| i | 4464 | 6.0% |
| 2 | 4316 | 5.8% |
| 3094 | 4.2% | |
| 3 | 2771 | 3.7% |
| 4 | 2164 | 2.9% |
| 5 | 1729 | 2.3% |
| Other values (65) | 21155 |
Punctuation
| Value | Count | Frequency (%) |
| – | 1 |
None
| Value | Count | Frequency (%) |
| ® | 1 | |
| Ã | 1 | |
| ³ | 1 |
Android Ver
Categorical
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1364 |
| Missing (%) | 12.6% |
| Memory size | 84.8 KiB |
| 4.1 | |
|---|---|
| 4.0.3 | |
| 4.0 | |
| 4.4 | |
| 2.3 | |
| Other values (27) |
Length
| Max length | 13 |
|---|---|
| Median length | 3 |
| Mean length | 3.3862389 |
| Min length | 3 |
Characters and Unicode
| Total characters | 32088 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 4.0.3 |
|---|---|
| 2nd row | 4.0.3 |
| 3rd row | 4.0.3 |
| 4th row | 4.2 |
| 5th row | 4.4 |
Common Values
| Value | Count | Frequency (%) |
| 4.1 | 2451 | |
| 4.0.3 | 1501 | |
| 4.0 | 1375 | |
| 4.4 | 980 | 9.0% |
| 2.3 | 652 | 6.0% |
| 5.0 | 601 | 5.5% |
| 4.2 | 394 | 3.6% |
| 2.3.3 | 281 | 2.6% |
| 2.2 | 244 | 2.3% |
| 4.3 | 243 | 2.2% |
| Other values (22) | 754 | 7.0% |
| (Missing) | 1364 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 4.1 | 2452 | |
| 4.0.3 | 1503 | |
| 4.0 | 1375 | |
| 4.4 | 980 | 10.3% |
| 2.3 | 652 | 6.9% |
| 5.0 | 605 | 6.4% |
| 4.2 | 394 | 4.1% |
| 2.3.3 | 281 | 3.0% |
| 2.2 | 245 | 2.6% |
| 4.3 | 243 | 2.6% |
| Other values (17) | 764 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 11282 | |
| 4 | 7951 | |
| 0 | 3877 | 12.1% |
| 3 | 3247 | 10.1% |
| 1 | 2780 | 8.7% |
| 2 | 2026 | 6.3% |
| 5 | 649 | 2.0% |
| 6 | 177 | 0.6% |
| 7 | 52 | 0.2% |
| 18 | 0.1% | |
| Other values (3) | 29 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20767 | |
| Other Punctuation | 11282 | |
| Space Separator | 18 | 0.1% |
| Uppercase Letter | 12 | < 0.1% |
| Dash Punctuation | 9 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 7951 | |
| 0 | 3877 | |
| 3 | 3247 | |
| 1 | 2780 | 13.4% |
| 2 | 2026 | 9.8% |
| 5 | 649 | 3.1% |
| 6 | 177 | 0.9% |
| 7 | 52 | 0.3% |
| 8 | 8 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 11282 |
Space Separator
| Value | Count | Frequency (%) |
| 18 |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 12 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 32076 | |
| Latin | 12 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 11282 | |
| 4 | 7951 | |
| 0 | 3877 | 12.1% |
| 3 | 3247 | 10.1% |
| 1 | 2780 | 8.7% |
| 2 | 2026 | 6.3% |
| 5 | 649 | 2.0% |
| 6 | 177 | 0.6% |
| 7 | 52 | 0.2% |
| 18 | 0.1% | |
| Other values (2) | 17 | 0.1% |
Latin
| Value | Count | Frequency (%) |
| W | 12 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 32088 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 11282 | |
| 4 | 7951 | |
| 0 | 3877 | 12.1% |
| 3 | 3247 | 10.1% |
| 1 | 2780 | 8.7% |
| 2 | 2026 | 6.3% |
| 5 | 649 | 2.0% |
| 6 | 177 | 0.6% |
| 7 | 52 | 0.2% |
| 18 | 0.1% | |
| Other values (3) | 29 | 0.1% |
Last Updated day
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.609041 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 16 |
| Q3 | 24 |
| 95-th percentile | 30 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 9.5616206 |
|---|---|
| Coefficient of variation (CV) | 0.6125694 |
| Kurtosis | -1.3416525 |
| Mean | 15.609041 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.0025692323 |
| Sum | 169202 |
| Variance | 91.424588 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 3 | 603 | 5.6% |
| 2 | 535 | 4.9% |
| 1 | 499 | 4.6% |
| 6 | 450 | 4.2% |
| 26 | 432 | 4.0% |
| 25 | 425 | 3.9% |
| 31 | 425 | 3.9% |
| 30 | 419 | 3.9% |
| 27 | 399 | 3.7% |
| 5 | 390 | 3.6% |
| Other values (21) | 6263 |
| Value | Count | Frequency (%) |
| 1 | 499 | |
| 2 | 535 | |
| 3 | 603 | |
| 4 | 332 | |
| 5 | 390 | |
| 6 | 450 | |
| 7 | 266 | |
| 8 | 228 | 2.1% |
| 9 | 312 | |
| 10 | 231 | 2.1% |
| Value | Count | Frequency (%) |
| 31 | 425 | |
| 30 | 419 | |
| 29 | 273 | |
| 28 | 272 | |
| 27 | 399 | |
| 26 | 432 | |
| 25 | 425 | |
| 24 | 370 | |
| 23 | 354 | |
| 22 | 281 |
Last Updated month
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4223247 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 7 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.5783881 |
|---|---|
| Coefficient of variation (CV) | 0.40147271 |
| Kurtosis | -0.042104493 |
| Mean | 6.4223247 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.11444239 |
| Sum | 69618 |
| Variance | 6.6480854 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 7 | 3163 | |
| 8 | 1594 | |
| 6 | 1273 | |
| 5 | 978 | 9.0% |
| 3 | 667 | 6.2% |
| 4 | 616 | 5.7% |
| 2 | 533 | 4.9% |
| 1 | 491 | 4.5% |
| 12 | 426 | 3.9% |
| 10 | 398 | 3.7% |
| Other values (2) | 701 | 6.5% |
| Value | Count | Frequency (%) |
| 1 | 491 | 4.5% |
| 2 | 533 | 4.9% |
| 3 | 667 | 6.2% |
| 4 | 616 | 5.7% |
| 5 | 978 | 9.0% |
| 6 | 1273 | |
| 7 | 3163 | |
| 8 | 1594 | |
| 9 | 314 | 2.9% |
| 10 | 398 | 3.7% |
| Value | Count | Frequency (%) |
| 12 | 426 | 3.9% |
| 11 | 387 | 3.6% |
| 10 | 398 | 3.7% |
| 9 | 314 | 2.9% |
| 8 | 1594 | |
| 7 | 3163 | |
| 6 | 1273 | |
| 5 | 978 | 9.0% |
| 4 | 616 | 5.7% |
| 3 | 667 | 6.2% |
Last Updated year
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2017.3997 |
| Minimum | 2010 |
|---|---|
| Maximum | 2018 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 84.8 KiB |
Quantile statistics
| Minimum | 2010 |
|---|---|
| 5-th percentile | 2015 |
| Q1 | 2017 |
| median | 2018 |
| Q3 | 2018 |
| 95-th percentile | 2018 |
| Maximum | 2018 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1009142 |
|---|---|
| Coefficient of variation (CV) | 0.00054570951 |
| Kurtosis | 5.7158323 |
| Mean | 2017.3997 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.2882932 |
| Sum | 21868613 |
| Variance | 1.2120121 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 2018 | 7349 | |
| 2017 | 1867 | 17.2% |
| 2016 | 804 | 7.4% |
| 2015 | 459 | 4.2% |
| 2014 | 209 | 1.9% |
| 2013 | 110 | 1.0% |
| 2012 | 26 | 0.2% |
| 2011 | 15 | 0.1% |
| 2010 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2010 | 1 | < 0.1% |
| 2011 | 15 | 0.1% |
| 2012 | 26 | 0.2% |
| 2013 | 110 | 1.0% |
| 2014 | 209 | 1.9% |
| 2015 | 459 | 4.2% |
| 2016 | 804 | 7.4% |
| 2017 | 1867 | 17.2% |
| 2018 | 7349 |
| Value | Count | Frequency (%) |
| 2018 | 7349 | |
| 2017 | 1867 | 17.2% |
| 2016 | 804 | 7.4% |
| 2015 | 459 | 4.2% |
| 2014 | 209 | 1.9% |
| 2013 | 110 | 1.0% |
| 2012 | 26 | 0.2% |
| 2011 | 15 | 0.1% |
| 2010 | 1 | < 0.1% |
| Rating | Reviews | Size | Installs | Price | Last Updated day | Last Updated month | Last Updated year | Category | Type | Content Rating | Android Ver | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rating | 1.000 | 0.156 | 0.070 | 0.070 | 0.064 | -0.019 | 0.032 | 0.172 | 0.085 | 0.071 | 0.040 | 0.055 |
| Reviews | 0.156 | 1.000 | 0.368 | 0.971 | -0.171 | -0.043 | 0.142 | 0.276 | 0.072 | 0.017 | 0.062 | 0.000 |
| Size | 0.070 | 0.368 | 1.000 | 0.348 | -0.054 | -0.005 | 0.055 | 0.291 | 0.161 | 0.050 | 0.104 | 0.092 |
| Installs | 0.070 | 0.971 | 0.348 | 1.000 | -0.243 | -0.040 | 0.132 | 0.280 | 0.124 | 0.028 | 0.033 | 0.012 |
| Price | 0.064 | -0.171 | -0.054 | -0.243 | 1.000 | -0.001 | -0.014 | -0.165 | 0.048 | 0.169 | 0.000 | 0.000 |
| Last Updated day | -0.019 | -0.043 | -0.005 | -0.040 | -0.001 | 1.000 | -0.150 | -0.023 | 0.055 | 0.047 | 0.032 | 0.050 |
| Last Updated month | 0.032 | 0.142 | 0.055 | 0.132 | -0.014 | -0.150 | 1.000 | -0.224 | 0.092 | 0.099 | 0.053 | 0.108 |
| Last Updated year | 0.172 | 0.276 | 0.291 | 0.280 | -0.165 | -0.023 | -0.224 | 1.000 | 0.082 | 0.187 | 0.073 | 0.273 |
| Category | 0.085 | 0.072 | 0.161 | 0.124 | 0.048 | 0.055 | 0.092 | 0.082 | 1.000 | 0.198 | 0.347 | 0.085 |
| Type | 0.071 | 0.017 | 0.050 | 0.028 | 0.169 | 0.047 | 0.099 | 0.187 | 0.198 | 1.000 | 0.048 | 0.192 |
| Content Rating | 0.040 | 0.062 | 0.104 | 0.033 | 0.000 | 0.032 | 0.053 | 0.073 | 0.347 | 0.048 | 1.000 | 0.052 |
| Android Ver | 0.055 | 0.000 | 0.092 | 0.012 | 0.000 | 0.050 | 0.108 | 0.273 | 0.085 | 0.192 | 0.052 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| App | Category | Rating | Reviews | Size | Installs | Type | Price | Content Rating | Genres | Current Ver | Android Ver | Last Updated day | Last Updated month | Last Updated year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Photo Editor & Candy Camera & Grid & ScrapBook | ART_AND_DESIGN | 4.1 | 159 | 19000.0 | 10000 | Free | 0.0 | Everyone | Art & Design | 1.0.0 | 4.0.3 | 7 | 1 | 2018 |
| 1 | Coloring book moana | ART_AND_DESIGN | 3.9 | 967 | 14000.0 | 500000 | Free | 0.0 | Everyone | Art & Design;Pretend Play | 2.0.0 | 4.0.3 | 15 | 1 | 2018 |
| 2 | U Launcher Lite – FREE Live Cool Themes, Hide Apps | ART_AND_DESIGN | 4.7 | 87510 | 8700.0 | 5000000 | Free | 0.0 | Everyone | Art & Design | 1.2.4 | 4.0.3 | 1 | 8 | 2018 |
| 3 | Sketch - Draw & Paint | ART_AND_DESIGN | 4.5 | 215644 | 25000.0 | 50000000 | Free | 0.0 | Teen | Art & Design | Varies with device | 4.2 | 8 | 6 | 2018 |
| 4 | Pixel Draw - Number Art Coloring Book | ART_AND_DESIGN | 4.3 | 967 | 2800.0 | 100000 | Free | 0.0 | Everyone | Art & Design;Creativity | 1.1 | 4.4 | 20 | 6 | 2018 |
| 5 | Paper flowers instructions | ART_AND_DESIGN | 4.4 | 167 | 5600.0 | 50000 | Free | 0.0 | Everyone | Art & Design | 1.0 | 2.3 | 26 | 3 | 2017 |
| 6 | Smoke Effect Photo Maker - Smoke Editor | ART_AND_DESIGN | 3.8 | 178 | 19000.0 | 50000 | Free | 0.0 | Everyone | Art & Design | 1.1 | 4.0.3 | 26 | 4 | 2018 |
| 7 | Infinite Painter | ART_AND_DESIGN | 4.1 | 36815 | 29000.0 | 1000000 | Free | 0.0 | Everyone | Art & Design | 6.1.61.1 | 4.2 | 14 | 6 | 2018 |
| 8 | Garden Coloring Book | ART_AND_DESIGN | 4.4 | 13791 | 33000.0 | 1000000 | Free | 0.0 | Everyone | Art & Design | 2.9.2 | 3.0 | 20 | 9 | 2017 |
| 9 | Kids Paint Free - Drawing Fun | ART_AND_DESIGN | 4.7 | 121 | 3100.0 | 10000 | Free | 0.0 | Everyone | Art & Design;Creativity | 2.8 | 4.0.3 | 3 | 7 | 2018 |
| App | Category | Rating | Reviews | Size | Installs | Type | Price | Content Rating | Genres | Current Ver | Android Ver | Last Updated day | Last Updated month | Last Updated year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10830 | payermonstationnement.fr | MAPS_AND_NAVIGATION | NaN | 38 | 9800.0 | 5000 | Free | 0.0 | Everyone | Maps & Navigation | 2.0.148.0 | 4.0 | 13 | 6 | 2018 |
| 10831 | FR Tides | WEATHER | 3.8 | 1195 | 582.0 | 100000 | Free | 0.0 | Everyone | Weather | 6.0 | 2.1 | 16 | 2 | 2014 |
| 10832 | Chemin (fr) | BOOKS_AND_REFERENCE | 4.8 | 44 | 619.0 | 1000 | Free | 0.0 | Everyone | Books & Reference | 0.8 | 2.2 | 23 | 3 | 2014 |
| 10833 | FR Calculator | FAMILY | 4.0 | 7 | 2600.0 | 500 | Free | 0.0 | Everyone | Education | 1.0.0 | 4.1 | 18 | 6 | 2017 |
| 10834 | FR Forms | BUSINESS | NaN | 0 | 9600.0 | 10 | Free | 0.0 | Everyone | Business | 1.1.5 | 4.0 | 29 | 9 | 2016 |
| 10835 | Sya9a Maroc - FR | FAMILY | 4.5 | 38 | 53000.0 | 5000 | Free | 0.0 | Everyone | Education | 1.48 | 4.1 | 25 | 7 | 2017 |
| 10836 | Fr. Mike Schmitz Audio Teachings | FAMILY | 5.0 | 4 | 3600.0 | 100 | Free | 0.0 | Everyone | Education | 1.0 | 4.1 | 6 | 7 | 2018 |
| 10837 | Parkinson Exercices FR | MEDICAL | NaN | 3 | 9500.0 | 1000 | Free | 0.0 | Everyone | Medical | 1.0 | 2.2 | 20 | 1 | 2017 |
| 10838 | The SCP Foundation DB fr nn5n | BOOKS_AND_REFERENCE | 4.5 | 114 | NaN | 1000 | Free | 0.0 | Mature 17+ | Books & Reference | Varies with device | NaN | 19 | 1 | 2015 |
| 10839 | iHoroscope - 2018 Daily Horoscope & Astrology | LIFESTYLE | 4.5 | 398307 | 19000.0 | 10000000 | Free | 0.0 | Everyone | Lifestyle | Varies with device | NaN | 25 | 7 | 2018 |
Most frequently occurring
| App | Category | Rating | Reviews | Size | Installs | Type | Price | Content Rating | Genres | Current Ver | Android Ver | Last Updated day | Last Updated month | Last Updated year | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 59 | CBS Sports App - Scores, News, Stats & Watch Live | SPORTS | 4.3 | 91031 | NaN | 5000000 | Free | 0.0 | Everyone | Sports | Varies with device | 5.0 | 4 | 8 | 2018 | 4 |
| 159 | Google Keep | PRODUCTIVITY | 4.4 | 691474 | NaN | 100000000 | Free | 0.0 | Everyone | Productivity | Varies with device | NaN | 6 | 8 | 2018 | 4 |
| 253 | Nick | ENTERTAINMENT | 4.2 | 123279 | 25000.0 | 10000000 | Free | 0.0 | Everyone 10+ | Entertainment;Music & Video | 2.0.8 | 4.4 | 24 | 1 | 2018 | 4 |
| 285 | Quizlet: Learn Languages & Vocab with Flashcards | EDUCATION | 4.6 | 211856 | NaN | 10000000 | Free | 0.0 | Everyone | Education | Varies with device | NaN | 1 | 8 | 2018 | 4 |
| 316 | Skyscanner | TRAVEL_AND_LOCAL | 4.5 | 481546 | 29000.0 | 10000000 | Free | 0.0 | Everyone | Travel & Local | 5.48 | 4.4 | 6 | 8 | 2018 | 4 |
| 372 | WatchESPN | SPORTS | 4.1 | 288809 | 6600.0 | 10000000 | Free | 0.0 | Everyone | Sports | 2.5.1 | 4.4 | 27 | 9 | 2017 | 4 |
| 395 | eBay: Buy & Sell this Summer - Discover Deals Now! | SHOPPING | 4.4 | 2788923 | NaN | 100000000 | Free | 0.0 | Teen | Shopping | Varies with device | NaN | 30 | 7 | 2018 | 4 |
| 7 | A&E - Watch Full Episodes of TV Shows | ENTERTAINMENT | 4.0 | 29706 | 19000.0 | 1000000 | Free | 0.0 | Teen | Entertainment | 3.1.4 | 4.4 | 16 | 7 | 2018 | 3 |
| 14 | Adult Dirty Emojis | DATING | 2.8 | 80 | 5500.0 | 10000 | Free | 0.0 | Teen | Dating | 1.0 | 4.0.3 | 6 | 11 | 2017 | 3 |
| 28 | BBC News | NEWS_AND_MAGAZINES | 4.3 | 296781 | NaN | 10000000 | Free | 0.0 | Everyone 10+ | News & Magazines | Varies with device | NaN | 24 | 7 | 2018 | 3 |